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1.
Clin Transl Sci ; 16(12): 2577-2590, 2023 12.
Article in English | MEDLINE | ID: mdl-37749994

ABSTRACT

Busulfan is hepatically metabolized through glutathione (GSH) conjugation; in vitro, this process depletes hepatocyte GSH stores and generates the cytotoxic metabolite γ-glutamyldehydroalanylglycine, which is too unstable to be quantitated in vivo. We sought to evaluate if pre-graft (i.e., immediately before allograft infusion) concentrations of busulfan metabolites' and of endogenous metabolomic compounds (EMCs) representing the glutathione pathway were associated with clinical outcomes in hematopoietic cell transplant (HCT) recipients receiving busulfan. The clinical outcomes evaluated were relapse, acute graft versus host disease (GVHD), chronic GVHD, non-relapse mortality, and neutrophil nadir. In pre-graft samples obtained from patients immediately before allograft infusion, our objectives were to evaluate for: (1) the presence of busulfan and its metabolites tetrahydrothiophenium ion (THT+), tetrahydrothiophene 1-oxide, sulfolane, and 3-hydroxysulfolane (N = 124); (2) EMCs using a global metabolomics assay (N = 77); and (3) the association of the busulfan metabolites and the EMCs with clinical outcomes. In the pre-graft samples, busulfan and THT+ could not be detected. THT 1-oxide, sulfolane, and 3-hydroxysulfolane were quantitated in 9.6%, 26%, and 58% of pre-graft samples; their concentrations were not associated with clinical outcomes. Four pre-graft EMCs were statistically significantly associated with the neutrophil nadir. The pre-graft EMCs were not associated with the other clinical outcomes. In conclusion, busulfan's metabolites are present in patients' plasma immediately before allograft infusion; the neutrophil nadir is associated with pre-graft EMCs. Future research should investigate the association of clinical outcomes with the concentrations of busulfan's metabolites and EMCs in the pre-graft plasma from allogeneic HCT recipients.


Subject(s)
Graft vs Host Disease , Hematopoietic Stem Cell Transplantation , Humans , Busulfan , Transplant Recipients , Graft vs Host Disease/etiology , Glutathione/metabolism , Allografts
2.
Clin Pharmacol Ther ; 113(2): 370-379, 2023 02.
Article in English | MEDLINE | ID: mdl-36369996

ABSTRACT

Intravenous busulfan doses are often personalized to a target plasma exposure (targeted busulfan) using an individual's busulfan clearance (BuCL). We evaluated whether BuCL could be predicted by a predose plasma panel of 841 endogenous metabolomic compounds (EMCs). In this prospective cohort of 132 hematopoietic cell transplantation (HCT) patients, all had samples collected immediately before busulfan administration (preBU) and 96 had samples collected 2 weeks before busulfan (2-week-preBU). BuCL was significantly associated with 37 EMCs after univariate linear regression analysis and controlling for false discovery (< 0.05) in the 132 preBU samples. In parallel, with preBU samples, we included all 841 EMCs in a least absolute shrinkage and selection operator-penalized regression which selected 13 EMCs as predominantly associated with BuCL. Then, we constructed a prediction model by estimating coefficients for these 13 EMCs, along with sex, using ordinary least-squares. When the resulting linear prediction model was applied to the 2-week-preBU samples, it explained 40% of the variation in BuCL (adjusted R2  = 0.40). Pathway enrichment analysis revealed 18 pathways associated with BuCL. Lysine degradation followed by steroid biosynthesis, which aligned with the univariate analysis, were the top two pathways. BuCL can be predicted before busulfan administration with a linear regression model of 13 EMCs. This pharmacometabolomics method should be prioritized over use of a busulfan test dose or pharmacogenomics to guide busulfan dosing. These results highlight the potential of pharmacometabolomics as a precision medicine tool to improve or replace pharmacokinetics to personalize busulfan doses.


Subject(s)
Busulfan , Hematopoietic Stem Cell Transplantation , Humans , Prospective Studies , Precision Medicine , Pharmacogenetics , Metabolomics , Hematopoietic Stem Cell Transplantation/methods , Transplantation Conditioning/methods
3.
Clin Transl Sci ; 13(1): 147-156, 2020 01.
Article in English | MEDLINE | ID: mdl-31536170

ABSTRACT

The cytochrome P450 2D6 (CYP2D6) gene locus is challenging to accurately genotype due to numerous single nucleotide variants and complex structural variation. Our goal was to determine whether the CYP2D6 genotype-phenotype correlation is improved when diplotype assignments incorporate structural variation, identified by the bioinformatics tool Stargazer, with next-generation sequencing data. Using CYP2D6 activity measured with substrates dextromethorphan and metoprolol, activity score explained 40% and 34% of variability in metabolite formation rates, respectively, when diplotype calls incorporated structural variation, increasing from 36% and 31%, respectively, when diplotypes did not incorporate structural variation. We also investigated whether the revised Clinical Pharmacogenetics Implementation Consortium (CPIC) recommendations for translating genotype to phenotype improve CYP2D6 activity predictions over the current system. Although the revised recommendations do not improve the correlation between activity score and CYP2D6 activity, perhaps because of low frequency of the CYP2D6*10 allele, the correlation with metabolizer phenotype group was significantly improved for both substrates. We also measured the function of seven rare coding variants: one (A449D) exhibited decreased (44%) and another (R474Q) increased (127%) activity compared with reference CYP2D6.1 protein. Allele-specific analysis found that A449D is part of a novel CYP2D6*4 suballele, CYP2D6*4.028. The novel haplotype containing R474Q was designated CYP2D6*138 by PharmVar; another novel haplotype containing R365H was designated CYP2D6*139. Accuracy of CYP2D6 phenotype prediction is improved when the CYP2D6 gene locus is interrogated using next-generation sequencing coupled with structural variation analysis. Additionally, revised CPIC genotype to phenotype translation recommendations provides an improvement in assigning CYP2D6 activity.


Subject(s)
Computational Biology , Cytochrome P-450 CYP2D6/genetics , Pharmacogenomic Testing/methods , Alleles , Cytochrome P-450 CYP2D6/metabolism , Dextromethorphan/pharmacokinetics , Dextrorphan/analysis , Dextrorphan/metabolism , Genetic Association Studies , Genetic Loci/genetics , Haplotypes , High-Throughput Nucleotide Sequencing , Humans , Metoprolol/analogs & derivatives , Metoprolol/analysis , Metoprolol/metabolism , Metoprolol/pharmacokinetics , Microsomes, Liver/metabolism , Pharmacogenomic Testing/standards , Polymorphism, Genetic , Practice Guidelines as Topic
4.
J Clin Pharmacol ; 59(12): 1678-1689, 2019 12.
Article in English | MEDLINE | ID: mdl-31257615

ABSTRACT

Hydralazine, an antihypertensive agent used during pregnancy, undergoes N-acetylation primarily via N-acetyltransferase 2 (NAT2) to form 3-methyl-1,2,4-triazolo[3,4-a]phthalazine (MTP). To characterize the steady-state pharmacokinetics (PK) of hydralazine during pregnancy and evaluate the effects of NAT2 genotype on hydralazine and MTP PK during pregnancy, 12 pregnant subjects received oral hydralazine (5-25 mg every 6 hours) in mid- (n = 5) and/or late pregnancy (n = 8). Serial blood samples were collected over 1 dosing interval, and steady-state noncompartmental PK parameters were estimated. Subjects were classified as either (rapid acetylators, n = 6) or slow acetylators (SAs, n = 6) based on NAT2 genotype. During pregnancy, when compared with the SA group, the RA group had faster weight-adjusted hydralazine apparent oral clearance (70.0 ± 13.6 vs 20.1 ± 6.9 L/h, P < .05), lower dose-normalized area under the concentration-time curve (AUC; 1.5 ± 0.8 vs 5.9 ± 3.7 ng·h/mL, P < .05), lower dose-normalized peak concentrations (0.77 ± 0.51 vs 4.04 ± 3.18 ng/mL, P < .05), and larger weight-adjusted apparent oral volume of distribution (302 ± 112 vs 116 ± 45 L/kg, P < .05). Furthermore, the MTP/hydralazine AUC ratio was ∼10-fold higher in the RA group (78 ± 30 vs 8 ± 3, P < .05) than in the SA group. No gestational age or dose-dependent effects were observed, possibly because of the small sample size. This study describes for the first time, the PK of oral hydralazine and its metabolite, MTP, during pregnancy, and confirmed that the PK of oral hydralazine is NAT2 genotype dependent during pregnancy.


Subject(s)
Antihypertensive Agents/pharmacokinetics , Arylamine N-Acetyltransferase/genetics , Hydralazine/pharmacokinetics , Acetylation , Adult , Area Under Curve , Female , Genotype , Humans , Phenotype , Pregnancy
5.
Drug Metab Dispos ; 46(2): 100-108, 2018 02.
Article in English | MEDLINE | ID: mdl-29158248

ABSTRACT

Norbuprenorphine (NBUP) is the major active metabolite of buprenorphine (BUP) that is commonly used to treat opiate addiction during pregnancy; it possesses 25% of BUP's analgesic activity and 10 times BUP's respiratory depression effect. To optimize BUP's dosing regimen during pregnancy with better efficacy and safety, it is important to understand how pregnancy affects NBUP disposition. In this study, we examined the pharmacokinetics of NBUP in pregnant and nonpregnant mice by administering the same amount of NBUP through retro-orbital injection. We demonstrated that the systemic clearance (CL) of NBUP in pregnant mice increased ∼2.5-fold compared with nonpregnant mice. Intrinsic CL of NBUP by glucuronidation in mouse liver microsomes from pregnant mice was ∼2 times greater than that from nonpregnant mice. Targeted liquid chromatography tandem-mass spectrometry proteomics quantification revealed that hepatic Ugt1a1 and Ugt2b1 protein levels in the same amount of total liver membrane proteins were significantly increased by ∼50% in pregnant mice versus nonpregnant mice. After scaling to the whole liver with consideration of the increase in liver protein content and liver weight, we found that the amounts of Ugt1a1, Ugt1a10, Ugt2b1, and Ugt2b35 protein in the whole liver of pregnant mice were significantly increased ∼2-fold compared with nonpregnant mice. These data suggest that the increased systemic CL of NBUP in pregnant mice is likely caused by an induction of hepatic Ugt expression and activity. The data provide a basis for further mechanistic analysis of pregnancy-induced changes in the disposition of NBUP and drugs that are predominately and extensively metabolized by Ugts.


Subject(s)
Buprenorphine/analogs & derivatives , Liver/metabolism , Microsomes, Liver/metabolism , Animals , Buprenorphine/metabolism , Buprenorphine/pharmacokinetics , Female , Glucuronosyltransferase/metabolism , Inactivation, Metabolic/physiology , Mice , Pregnancy
6.
Am J Kidney Dis ; 69(3): 389-399, 2017 Mar.
Article in English | MEDLINE | ID: mdl-27927588

ABSTRACT

BACKGROUND: Oxidative stress is highly prevalent in patients with end-stage renal disease and is linked to excess cardiovascular risk. Identifying therapies that reduce oxidative stress has the potential to improve cardiovascular outcomes in patients undergoing maintenance dialysis. STUDY DESIGN: Placebo-controlled, 3-arm, double-blind, randomized, clinical trial. SETTING & PARTICIPANTS: 65 patients undergoing thrice-weekly maintenance hemodialysis. INTERVENTION: Patients were randomly assigned in a 1:1:1 ratio to receive once-daily coenzyme Q10 (CoQ10; 600 or 1,200mg) or matching placebo for 4 months. OUTCOMES: The primary outcome was plasma oxidative stress, defined as plasma concentration of F2-isoprotanes. Secondary outcomes included levels of plasma isofurans, levels of cardiac biomarkers, predialysis blood pressure, and safety/tolerability. MEASUREMENTS: F2-isoprostanes and isofurans were measured as plasma markers of oxidative stress, and N-terminal pro-brain natriuretic peptide and troponin T were measured as cardiac biomarkers at baseline and 1, 2, and 4 months. RESULTS: Of 80 randomly assigned patients, 15 were excluded due to not completing at least 1 postbaseline study visit and 65 were included in the primary intention-to-treat analysis. No treatment-related major adverse events occurred. Daily treatment with 1,200mg, but not 600mg, of CoQ10 significantly reduced plasma F2-isoprostanes concentrations at 4 months compared to placebo (adjusted mean changes of -10.7 [95% CI, -7.1 to -14.3] pg/mL [P<0.001] and -8.3 [95% CI, -5.5 to -11.0] pg/mL [P=0.1], respectively). There were no significant effects of CoQ10 treatment on levels of plasma isofurans, cardiac biomarkers, or predialysis blood pressures. LIMITATIONS: Study not powered to detect small treatment effects; difference in baseline characteristics among randomized groups. CONCLUSIONS: In patients undergoing maintenance hemodialysis, daily supplementation with 1,200mg of CoQ10 is safe and results in a reduction in plasma concentrations of F2-isoprostanes, a marker of oxidative stress. Future studies are needed to determine whether CoQ10 supplementation improves clinical outcomes for patients undergoing maintenance hemodialysis.


Subject(s)
Heart/physiopathology , Kidney Failure, Chronic/therapy , Oxidative Stress/drug effects , Renal Dialysis , Ubiquinone/analogs & derivatives , Biomarkers , Double-Blind Method , Female , Humans , Kidney Failure, Chronic/metabolism , Kidney Failure, Chronic/physiopathology , Male , Middle Aged , Pilot Projects , Ubiquinone/pharmacology
7.
Ann Clin Biochem ; 53(Pt 2): 265-73, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26056391

ABSTRACT

BACKGROUND: Coenzyme Q10 is an endogenous antioxidant as well as a popular dietary supplement. In blood circulation, coenzyme Q10 exists predominantly as its reduced ubiquinol-10 form, which readily oxidizes to ubiquinone-10 ex vivo. Plasma concentrations of coenzyme Q10 reflect net overall metabolic demand, and the ratio of ubiquinol-10:ubiquinone-10 has been established as an important biomarker for oxidative stress. However, the lability of ubiquinol-10 makes accurate determination of both forms of coenzyme Q10 difficult. Ex vivo oxidation of ubiquinol-10 to ubiquinone-10 during sample collection, processing and analysis may obfuscate the in vivo ratio. METHODS: We developed a rapid and sensitive method for the determination of ubiquinol-10 and ubiquinone-10 in human plasma, using coenzyme Q9 analogues as internal standards. Single-step protein precipitation in 1-propanol, a lipophilic and water-soluble alcohol, allowed for rapid extraction. RESULTS: Analysis by ultra performance liquid chromatography-tandem mass spectrometry provided rapid run-time and high sensitivity, with lower limits of quantitation for ubiquinol-10 and ubiquinone-10 of 5 µg/L and 10 µg/L, respectively. CONCLUSIONS: This method is suitable for clinical studies with coenzyme Q10 supplementation in various disease states where this lipid-antioxidant may be beneficial. We have applied this method to >300 plasma samples from coenzyme Q10 research studies in chronic haemodialysis patients and postsurgical patients.


Subject(s)
Chromatography, Liquid/methods , Tandem Mass Spectrometry/methods , Ubiquinone/analogs & derivatives , Healthy Volunteers , Humans , Limit of Detection , Oxidation-Reduction , Specimen Handling , Ubiquinone/blood
8.
Biol Blood Marrow Transplant ; 20(10): 1544-52, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24923537

ABSTRACT

Mycophenolic acid, the active metabolite of mycophenolate mofetil (MMF), inhibits inosine monophosphate dehydrogenase (IMPDH) activity. IMPDH is the rate-limiting enzyme involved in de novo synthesis of guanosine nucleotides and catalyzes the oxidation of inosine 5'-monophosphate to xanthosine 5'-monophosphate (XMP). We developed a highly sensitive liquid chromatography-mass spectrometry method to quantitate XMP concentrations in peripheral blood mononuclear cells (PMNCs) isolated from the recipient pretransplant and used this method to determine IMPDH activity in 86 nonmyeloablative allogeneic hematopoietic cell transplantation (HCT) patients. The incubation procedure and analytical method yielded acceptable within-sample and within-individual variability. Considerable between-individual variability was observed (12.2-fold). Low recipient pretransplant IMPDH activity was associated with increased day +28 donor T cell chimerism, more acute graft-versus-host disease (GVHD), lower neutrophil nadirs, and more cytomegalovirus reactivation but not with chronic GVHD, relapse, nonrelapse mortality, or overall mortality. We conclude that quantitation of the recipient's pretransplant IMPDH activity in PMNC lysate could provide a useful biomarker to evaluate a recipient's sensitivity to MMF. Further trials should be conducted to confirm our findings and to optimize postgrafting immunosuppression in nonmyeloablative HCT recipients.


Subject(s)
Graft vs Host Disease/prevention & control , Hematologic Neoplasms/therapy , Hematopoietic Stem Cell Transplantation , IMP Dehydrogenase/metabolism , Immunosuppressive Agents/therapeutic use , Leukocytes, Mononuclear/enzymology , Mycophenolic Acid/analogs & derivatives , Acute Disease , Adult , Aged , Biomarkers/metabolism , Female , Graft Survival , Hematologic Neoplasms/diagnosis , Hematologic Neoplasms/immunology , Hematologic Neoplasms/mortality , Humans , IMP Dehydrogenase/antagonists & inhibitors , Inosine Monophosphate/metabolism , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/pathology , Male , Middle Aged , Mycophenolic Acid/therapeutic use , Prognosis , Prospective Studies , Recurrence , Ribonucleotides/antagonists & inhibitors , Ribonucleotides/biosynthesis , Survival Analysis , Transplantation Chimera/genetics , Transplantation Chimera/immunology , Transplantation, Homologous , Xanthine
9.
Biol Blood Marrow Transplant ; 20(8): 1121-9, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24727337

ABSTRACT

A novel approach to personalizing postgrafting immunosuppression in hematopoietic cell transplantation (HCT) recipients is evaluating inosine monophosphate dehydrogenase (IMPDH) activity as a drug-specific biomarker of mycophenolic acid (MPA)-induced immunosuppression. This prospective study evaluated total MPA, unbound MPA, and total MPA glucuronide plasma concentrations and IMPDH activity in peripheral blood mononuclear cells (PMNCs) at 5 time points after the morning dose of oral mycophenolate mofetil (MMF) on day +21 in 56 nonmyeloablative HCT recipients. Substantial interpatient variability in pharmacokinetics and pharmacodynamics was observed and accurately characterized by the population pharmacokinetic-dynamic model. IMPDH activity decreased with increasing MPA plasma concentration, with maximum inhibition coinciding with maximum MPA concentration in most patients. The overall relationship between MPA concentration and IMPDH activity was described by a direct inhibitory maximum effect model with an IC50 of 3.23 mg/L total MPA and 57.3 ng/mL unbound MPA. The day +21 IMPDH area under the effect curve (AUEC) was associated with cytomegalovirus reactivation, nonrelapse mortality, and overall mortality. In conclusion, a pharmacokinetic-dynamic model was developed that relates plasma MPA concentrations with PMNC IMPDH activity after an MMF dose in HCT recipients. Future studies should validate this model and confirm that day +21 IMPDH AUEC is a predictive biomarker.


Subject(s)
Hematopoietic Stem Cell Transplantation/methods , Mycophenolic Acid/analogs & derivatives , Transplantation Conditioning/methods , Adult , Aged , Drug Monitoring , Female , Humans , Inosine Monophosphate/pharmacokinetics , Inosine Monophosphate/pharmacology , Male , Middle Aged , Mycophenolic Acid/administration & dosage , Mycophenolic Acid/therapeutic use , Prospective Studies
10.
Drug Metab Dispos ; 34(4): 547-55, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16434549

ABSTRACT

Amoxicillin and cefaclor are two of the widely used beta-lactam antibiotics in the treatment of urinary tract infections. Both drugs are eliminated mainly by the kidney and rely on renal excretion to exert their antibacterial activities in the urinary tract. Previous studies have suggested the involvement of organic anion and oligopeptide transporters in membrane transport of beta-lactams. The objective of the current study was to examine the kinetics of amoxicillin and cefaclor interactions with human renal transporters human organic anion transporter 1 (hOAT1), human peptide transporter 1 (hPepT1), and human peptide transporter 2 (hPepT2) in detail, both as substrates and as inhibitors. Using fluorescence protein tagging and cell sorting, we established Madin-Darby canine kidney cell lines stably expressing highly functional hOAT1, hPepT1, and hPepT2. Amoxicillin and cefaclor inhibited hOAT1-mediated [(3)H]para-aminohippuric acid uptake (K(i) = 11.0 and 1.15 mM, respectively). However, our uptake study revealed that neither drug was transported by hOAT1. Amoxicillin and cefaclor competitively inhibited hPepT2-mediated [(3)H]glycylsarcosine uptake (K(i) = 733 and 65 muM, respectively), whereas much lower affinity for hPepT1 was observed with both antibiotics. Direct uptake studies demonstrated that amoxicillin and cefaclor were transported by hPepT1 and hPepT2. Kinetic analysis showed that hPepT2-mediated uptake of both drugs was saturable with K(m) of 1.04 mM for amoxicillin and 70.2 muM for cefaclor. hPepT2, and to a lesser extent hPepT1, may play an important role in apical transport of amoxicillin and cefaclor in the renal tubule. hOAT1, in contrast, is not involved in basolateral uptake of these antibiotics.


Subject(s)
Amoxicillin/metabolism , Anti-Bacterial Agents/metabolism , Cefaclor/metabolism , Symporters/metabolism , Amoxicillin/pharmacology , Animals , Anti-Bacterial Agents/pharmacology , Cefaclor/pharmacology , Cell Line , Dogs , Humans , Kidney/metabolism , Kinetics , Organic Anion Transport Protein 1/antagonists & inhibitors , Organic Anion Transport Protein 1/genetics , Peptide Transporter 1 , Symporters/antagonists & inhibitors , Symporters/genetics , Transfection
11.
Drug Metab Dispos ; 33(7): 1074-81, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15821045

ABSTRACT

Ifosfamide nephrotoxicity is attributed to the formation of a toxic metabolite, chloroacetaldehyde, via N-dechloroethylation, a reaction that is purportedly catalyzed by CYP3A and CYP2B6. Because allelic variants of CYP3A5 are associated with polymorphic expression of microsomal CYP3A5 in human liver and kidneys, we hypothesized that ifosfamide N-dechloroethylation depends on CYP3A5 genotype. We compared ifosfamide N-dechloroethylation activity in cDNA-expressed CYP3A4 and CYP3A5. Ifosfamide N-dechloroethylation was also assessed in liver (N = 20) and kidney (N = 21) microsomes from human donors with different CYP3A5 genotypes. Ifosfamide N-dechloroethylation was catalyzed by recombinant CYP3A5 at a rate comparable with recombinant CYP3A4. In human liver microsomes matched for CYP3A4 protein content, N-dechloroethylation was more than 2-fold higher in that from donors carrying CYP3A5*1 allele that express CYP3A5 relative to that from donors homozygous for the mutant CYP3A5*3. Correlation analysis revealed that ifosfamide N-dechloroethylation was significantly associated with CYP3A4 and CYP3A5 protein concentration but not with age, sex, or CYP2B6 protein concentration. In hepatic microsomes not expressing CYP3A5 protein, ifosfamide N-dechloroethylation was inhibited 53 to 61% and 0 to 3% by monoclonal antibodies specific for CYP3A4/5 or CYP2B6, respectively. Ifosfamide N-dechloroethylation was not detected in renal microsomes obtained from CYP3A5*3/*3 donors. In contrast, it was readily measurable in microsomes isolated from four kidneys of CYP3A5*1 carriers, which was almost completely inhibited by the CYP3A inhibitor ketoconazole. CYP2B6 protein could not be detected in this panel of human renal microsomes. In conclusion, CYP3A5*1 genotype is associated with higher rates of ifosfamide N-dechloroethylation in human liver and kidneys.


Subject(s)
Antineoplastic Agents, Alkylating/metabolism , Cytochrome P-450 Enzyme System/metabolism , Ifosfamide/metabolism , Kidney/metabolism , Liver/metabolism , Cytochrome P-450 CYP3A , Cytochrome P-450 Enzyme Inhibitors , Humans , Kidney/enzymology , Liver/enzymology , Microsomes/enzymology , Microsomes/metabolism
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